# Copyright 2021 Huawei Technologies Co., Ltd
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ============================================================================
"""mobilenetv3"""

from mindvision.classification.models.classifiers import BaseClassifier
from mindvision.classification.models.backbones import MobileNetV3
from mindvision.classification.models.head import LinearClsMobilenetv3Head
from mindvision.classification.models.neck import GlobalAvgPooling


def mobilenetv3(num_classes=1000, model_name="small"):
    """mobilenetv3"""
    backbone = MobileNetV3(model_name)
    neck = GlobalAvgPooling()
    head = LinearClsMobilenetv3Head(model_name=model_name, num_classes=num_classes)
    model = BaseClassifier(backbone, neck, head)
    return model
